How to Build a Neural Network for NLP Tasks with PyTorch and GPU

A framework for modeling text data using Google Colab

Roman Paolucci
Quant Guild
Published in
7 min readNov 22, 2022

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Photo by Steve Johnson: https://www.pexels.com/photo/blue-red-and-black-abstract-painting-2130475/

This article is meant to serve as a framework to solve natural language processing (NLP) problems using Python, neural networks, and GPU. Though a high level of math is required to understand everything herein, I wrote this article with the intent that an absolute…

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